Collection of MATLAB, Python scripts, and notebooks to generate training data and support vector classifier models for learning reactive islands in a model Hamiltonian. The model Hamiltonian is the two degrees of freedom H{'e}non-Heiles system which is an open non-linear dynamical system and considered as a benchmark for method development and verification.
Shibabrat/learning-reactive-islands
Machine learning for reaction dynamics. Package contains support vector machines for learning reactive islands, computing tube manifolds for Hénon-Heiles system
Jupyter Notebook